Title
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 60 0 0 05 May 2025
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models Guanghao Zhou Panjia Qiu C. L. P. Chen J. Wang Zheming Yang Jian Xu Minghui Qiu OffRL LRM 48 0 0 30 Apr 2025
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UFO2: The Desktop AgentOS Chaoyun Zhang He Huang Chiming Ni J. Mu Si Qin ... Minghua Ma Jian-Guang Lou Qingwei Lin Saravan Rajmohan Dongmei Zhang LLMAG 27 0 0 20 Apr 2025
InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners Yuhang Liu Pengxiang Li C. Xie Xavier Hu Xiaotian Han Shengyu Zhang Hongxia Yang Fei Wu LLMAG LM&Ro LRM AI4CE 57 1 0 19 Apr 2025
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation Xiangyan Liu Jinjie Ni Zijian Wu Chao Du Longxu Dou H. Wang Tianyu Pang Michael Shieh OffRL LRM 38 0 0 17 Apr 2025
GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents Run Luo Lu Wang Wanwei He Xiaobo Xia LLMAG 35 5 0 14 Apr 2025